latest transcript snapshots per developer · period-independent
| # | Skill | Devs | Calls | Tokens |
|---|---|---|---|---|
| 01 | togen | 1 | 100,955 | 29.11B |
| 02 | code-review | 54 | 75,248 | 10.71B |
| 03 | loop | 34 | 19,291 | 7.96B |
| 04 | cook | 4 | 23,584 | 7.27B |
| 05 | verea-review | 2 | 44,830 | 7.17B |
| 06 | superpowers:brainstorming | 43 | 39,134 | 5.30B |
| 07 | superpowers:subagent-driven-development | 22 | 30,023 | 3.62B |
| 08 | bmad-dev-story | 2 | 13,836 | 3.28B |
| 09 | cook-quick-mobile | 1 | 13,417 | 3.19B |
| 10 | superpowers:systematic-debugging | 39 | 17,901 | 3.18B |
| 11 | workflow-authoring | 17 | 25,243 | 2.79B |
| 12 | superpowers:writing-plans | 27 | 14,864 | 2.73B |
| 13 | artifact-design | 110 | 10,478 | 2.71B |
| 14 | canti:review-plan-fix-loop | 1 | 14,002 | 2.50B |
| 15 | deep-research | 38 | 70,846 | 2.37B |
| 16 | mobile-verify-sim | 1 | 4,307 | 2.07B |
| 17 | claude-api | 69 | 7,777 | 2.02B |
| 18 | security-review | 14 | 11,103 | 1.89B |
| 19 | claude-in-chrome | 51 | 7,818 | 1.86B |
| 20 | verea-plan | 2 | 10,583 | 1.82B |
| 21 | frontend-design:frontend-design | 26 | 9,583 | 1.75B |
| 22 | external-writing | 4 | 4,788 | 1.74B |
| 23 | ck-plan | 4 | 8,813 | 1.74B |
| 24 | review_completions | 1 | 17,361 | 1.67B |
| 25 | superpowers:executing-plans | 19 | 5,257 | 1.62B |
| 26 | dataviz | 56 | 5,888 | 1.56B |
| 27 | codex-review | 2 | 4,290 | 1.54B |
| 28 | pr-review | 3 | 10,378 | 1.54B |
| 29 | ak-cook | 1 | 4,975 | 1.53B |
| 30 | design-engineering | 2 | 4,668 | 1.51B |
| 31 | create-linear-issue | 4 | 4,773 | 1.49B |
| 32 | impeccable | 14 | 6,525 | 1.45B |
| 33 | fix | 3 | 5,596 | 1.39B |
| 34 | superpowers:test-driven-development | 19 | 5,413 | 1.39B |
| 35 | browse | 14 | 6,023 | 1.29B |
| 36 | canti:review | 1 | 9,579 | 1.25B |
| 37 | cook-quick-frontend | 3 | 4,684 | 1.24B |
| 38 | create-github-pr | 4 | 3,609 | 1.22B |
| 39 | linear-context | 3 | 9,192 | 1.21B |
| 40 | taste-skill | 1 | 3,350 | 1.09B |
| 41 | mobile-changeset | 1 | 3,424 | 1.05B |
| 42 | figma:figma-design-to-code | 5 | 3,918 | 1.05B |
| 43 | fix-pr-comments | 1 | 1,578 | 988.3M |
| 44 | slack-scrape | 1 | 11,490 | 977.8M |
| 45 | agent-device | 1 | 2,527 | 960.7M |
| 46 | bmad-quick-dev | 2 | 3,652 | 879.7M |
| 47 | verea-tdd | 2 | 4,253 | 861.0M |
| 48 | matiks-pr-review | 2 | 4,223 | 860.9M |
| 49 | run | 62 | 5,450 | 849.0M |
| 50 | opus-orchestrate-sonnet-workers | 1 | 9,355 | 841.9M |
| 51 | ak-plan | 1 | 3,507 | 779.6M |
| 52 | resolve-agent-reviews | 1 | 2,201 | 775.4M |
| 53 | mobile-version-bump | 2 | 2,699 | 771.1M |
| 54 | superpowers:receiving-code-review | 14 | 3,353 | 768.4M |
| 55 | bmad-code-review | 3 | 2,721 | 765.2M |
| 56 | address-pr-feedback | 2 | 1,408 | 736.7M |
| 57 | review-branch-against | 1 | 4,516 | 729.7M |
| 58 | verea-docs-writing | 2 | 3,878 | 720.3M |
| 59 | sonar | 1 | 7,459 | 710.3M |
| 60 | asd-ste100 | 2 | 8,615 | 709.7M |
| 61 | improve | 4 | 5,438 | 685.1M |
| 62 | okk-db | 4 | 1,890 | 603.2M |
| 63 | gsd-quick | 1 | 3,225 | 601.4M |
| 64 | task-observer | 1 | 6,670 | 588.3M |
| 65 | agent-browser | 6 | 2,856 | 588.0M |
| 66 | daily | 1 | 1,077 | 584.2M |
| 67 | compound-engineering:ce-work | 2 | 2,202 | 578.2M |
| 68 | canti:plan-review | 1 | 3,147 | 572.1M |
| 69 | anti-slop | 1 | 2,559 | 570.8M |
| 70 | plan-review | 1 | 2,667 | 560.1M |
| 71 | review | 21 | 3,156 | 547.9M |
| 72 | ui-ux-pro-max | 6 | 2,003 | 546.6M |
| 73 | secure-code-writing | 1 | 1,392 | 543.1M |
| 74 | pi-review | 1 | 1,752 | 527.5M |
| 75 | superpowers:dispatching-parallel-agents | 13 | 4,910 | 518.4M |
| 76 | qa | 3 | 1,660 | 514.7M |
| 77 | hunt | 1 | 5,571 | 505.3M |
| 78 | bmad-create-story | 2 | 4,857 | 472.6M |
| 79 | find-skills | 14 | 2,179 | 468.9M |
| 80 | investigate-user | 2 | 2,984 | 464.8M |
| 81 | superpowers:requesting-code-review | 6 | 3,714 | 451.5M |
| 82 | autofix | 2 | 940 | 445.1M |
| 83 | superpowers:using-git-worktrees | 15 | 1,861 | 439.3M |
| 84 | wiki-recap | 1 | 1,749 | 439.2M |
| 85 | heroui-pro-design-taste | 2 | 1,095 | 438.8M |
| 86 | sync-fork | 1 | 1,478 | 433.3M |
| 87 | ralph-loop:ralph-loop | 1 | 1,480 | 433.0M |
| 88 | keemakr-yolo-security | 1 | 2,382 | 431.3M |
| 89 | opsx:apply | 1 | 2,069 | 422.4M |
| 90 | claude-security:claude-security | 1 | 8,065 | 415.9M |
| 91 | hostinger | 1 | 3,433 | 401.8M |
| 92 | dmed:task-planner | 1 | 1,978 | 397.4M |
| 93 | ego-browser | 3 | 3,833 | 387.1M |
| 94 | brainstorming | 4 | 3,296 | 385.1M |
| 95 | argent-device-interact | 7 | 1,349 | 383.6M |
| 96 | graphify | 14 | 3,145 | 381.0M |
| 97 | grill-me | 11 | 2,110 | 376.3M |
| 98 | canti:plan | 1 | 2,764 | 370.4M |
| 99 | get_started | 1 | 5,305 | 368.3M |
| 100 | understand-anything:understand | 3 | 5,245 | 363.8M |
| # | MCP tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | claude-in-chrome · computer | 67 | 23,285 | 6.17B | 3% |
| 02 | claude-in-chrome · browser_batch | 57 | 21,398 | 5.30B | 6% |
| 03 | claude-in-chrome · javascript_tool | 59 | 14,997 | 3.64B | 5% |
| 04 | Claude_Browser · javascript_tool | 49 | 8,813 | 2.77B | 6% |
| 05 | Claude_Browser · computer | 52 | 9,534 | 2.76B | 11% |
| 06 | Claude_Code_iOS_Simulator · control | 9 | 4,695 | 2.51B | 2% |
| 07 | Claude_Browser · browser_batch | 37 | 3,991 | 1.48B | 11% |
| 08 | claude-in-chrome · navigate | 78 | 5,954 | 1.40B | 4% |
| 09 | Claude_Browser · navigate | 50 | 3,916 | 1.15B | 12% |
| 10 | Claude_Preview · preview_eval | 12 | 3,194 | 918.7M | 7% |
| 11 | claude-in-chrome · find | 50 | 3,050 | 759.0M | 10% |
| 12 | claude-in-chrome · tabs_context_mcp | 92 | 3,112 | 685.4M | 3% |
| 13 | claude_ai_Gmail · get_thread | 15 | 2,643 | 643.3M | 1% |
| 14 | Claude_Browser · preview_start | 56 | 1,866 | 576.8M | 12% |
| 15 | Claude_Browser · resize_window | 43 | 1,620 | 542.4M | 4% |
| 16 | claude_ai_Linear · save_issue | 10 | 1,204 | 491.5M | 5% |
| 17 | ccd_session · mark_chapter | 63 | 2,659 | 483.4M | 0% |
| 18 | claude-in-chrome · tabs_close_mcp | 53 | 1,758 | 461.0M | 4% |
| 19 | chrome-devtools · evaluate_script | 5 | 2,467 | 413.3M | 3% |
| 20 | claude-in-chrome · get_page_text | 54 | 1,910 | 352.2M | 11% |
| 21 | sequential-thinking · sequentialthinking | 1 | 1,098 | 345.2M | 1% |
| 22 | linear-server · save_issue | 7 | 924 | 312.3M | 3% |
| 23 | Claude_Browser · read_console_messages | 41 | 1,063 | 308.5M | 2% |
| 24 | claude_ai_PostHog · exec | 1 | 1,839 | 294.2M | 5% |
| 25 | supabase · execute_sql | 3 | 1,116 | 278.1M | 12% |
| 26 | claude_ai_Slack · slack_read_channel | 7 | 3,247 | 276.0M | 1% |
| 27 | Claude_in_Chrome · computer | 3 | 512 | 275.7M | 8% |
| 28 | playwright · browser_navigate | 12 | 835 | 267.7M | 12% |
| 29 | agent-device · press | 1 | 1,119 | 267.2M | 6% |
| 30 | agent-device · screenshot | 1 | 1,243 | 261.9M | 2% |
| 31 | 374df0e2-b9c9-44a4-83db-11cf33309147 · get_issue | 1 | 834 | 259.8M | 1% |
| 32 | Claude_Browser · read_page | 35 | 1,001 | 259.4M | 1% |
| 33 | claude_ai_Linear · save_comment | 9 | 643 | 254.2M | 1% |
| 34 | mcp-trino · execute_query_read_only | 1 | 881 | 247.9M | 5% |
| 35 | claude-in-chrome · form_input | 21 | 609 | 244.6M | 3% |
| 36 | plugin_playwright_playwright · browser_evaluate | 9 | 833 | 244.5M | 3% |
| 37 | Claude_Browser · get_page_text | 43 | 1,102 | 243.5M | 2% |
| 38 | agent-device · click | 1 | 1,471 | 226.0M | 26% |
| 39 | f8c1d5be-ee16-4e8b-afa2-3b6c6d1d4c69 · execute_sql | 1 | 761 | 219.7M | 7% |
| 40 | claude_ai_Linear · get_issue | 11 | 1,326 | 214.8M | 2% |
| 41 | linear · save_issue | 9 | 631 | 208.0M | 3% |
| 42 | playwright · browser_snapshot | 8 | 613 | 206.0M | 4% |
| 43 | argent · gesture-tap | 7 | 840 | 205.1M | 2% |
| 44 | grafana · query_prometheus | 4 | 646 | 201.1M | 4% |
| 45 | playwright · browser_evaluate | 8 | 576 | 200.8M | 3% |
| 46 | exa · web_search_exa | 2 | 2,327 | 197.0M | 1% |
| # | Tool | Devs | Calls | Tokens | Err |
|---|---|---|---|---|---|
| 01 | Bash | 233 | 2,828,820 | 614.44B | 3% |
| 02 | exec | 172 | 1,811,512 | 221.45B | 0% |
npx whoburnedmore CLI reads the local usage logs coding agents already keep and submits daily aggregate token totals per tool and model — never prompts, code or file names. Panel = 194 listed developers who opted in publicly, including subscription usage (Claude Code, Cursor, Codex) that API-gateway rankings never see. Costs estimated from public per-token pricing. what we collect · leaderboard · state of AI coding| 03 |
| Edit |
| 225 |
| 357,275 |
| 98.76B |
| 3% |
| 04 | Read | 234 | 626,248 | 88.25B | 2% |
| 05 | exec_command | 155 | 1,436,076 | 80.31B | 0% |
| 06 | Write | 228 | 141,273 | 35.25B | 2% |
| 07 | apply_patch | 169 | 239,391 | 31.93B | 0% |
| 08 | write_stdin | 135 | 183,017 | 20.42B | 0% |
| 09 | wait | 157 | 102,825 | 13.63B | 0% |
| 10 | shell_command | 70 | 215,727 | 12.22B | 0% |
| 11 | WebFetch | 213 | 119,192 | 10.01B | 4% |
| 12 | Agent | 198 | 38,389 | 9.52B | 3% |
| 13 | send_message | 101 | 72,919 | 9.33B | 0% |
| 14 | js | 136 | 69,009 | 9.15B | 0% |
| 15 | wait_agent | 111 | 53,132 | 7.18B | 0% |
| 16 | ToolSearch | 205 | 48,563 | 6.03B | 0% |
| 17 | WebSearch | 194 | 80,038 | 5.79B | 1% |
| 18 | TaskUpdate | 143 | 19,144 | 5.38B | 0% |
| 19 | StructuredOutput | 85 | 39,505 | 4.04B | 15% |
| 20 | AskUserQuestion | 213 | 13,030 | 3.29B | 8% |
| 21 | update_plan | 141 | 27,478 | 3.16B | 0% |
| 22 | Grep | 100 | 29,454 | 3.12B | 2% |
| 23 | shell | 16 | 37,661 | 3.05B | 0% |
| 24 | PowerShell | 31 | 11,342 | 2.91B | 12% |
| 25 | SendMessage | 100 | 8,067 | 2.75B | 1% |
| 26 | TaskCreate | 144 | 11,506 | 2.70B | 1% |
| 27 | Monitor | 151 | 6,958 | 2.43B | 4% |
| 28 | sleep | 65 | 19,663 | 2.41B | 0% |
| 29 | Skill | 203 | 12,182 | 2.01B | 2% |
| 30 | spawn_agent | 117 | 15,479 | 1.65B | 0% |
| 31 | list_agents | 95 | 14,213 | 1.65B | 0% |
| 32 | Artifact | 110 | 3,893 | 1.41B | 4% |
| 33 | view_file | 2 | 4,060 | 1.33B | 0% |
| 34 | manage_task | 2 | 1,863 | 1.28B | 0% |
| 35 | ScheduleWakeup | 116 | 3,851 | 1.24B | 2% |
| 36 | TaskStop | 168 | 3,542 | 1.13B | 8% |
| 37 | followup_task | 87 | 8,562 | 1.12B | 0% |
| 38 | SendUserFile | 102 | 2,824 | 1.06B | 4% |
| 39 | Workflow | 87 | 2,469 | 899.2M | 7% |
| 40 | run_command | 2 | 4,916 | 881.8M | 0% |
| 41 | view_image | 113 | 8,676 | 823.7M | 0% |
| 42 | Glob | 87 | 22,606 | 797.8M | 1% |
| 43 | TodoWrite | 38 | 3,931 | 794.6M | 0% |
| 44 | write_to_file | 2 | 2,597 | 603.4M | 0% |
| 45 | TaskOutput | 108 | 1,416 | 494.6M | 5% |
| 46 | run | 38 | 4,183 | 478.7M | 0% |
| 47 | replace_file_content | 2 | 1,218 | 459.3M | 0% |
| 48 | ExitPlanMode | 103 | 1,416 | 377.1M | 47% |
| 49 | request_user_input | 96 | 3,157 | 368.3M | 0% |
| 50 | ListAgents | 68 | 1,268 | 345.2M | 1% |
| 51 | SubagentHandback | 48 | 2,219 | 343.4M | 0% |
| 52 | Task | 9 | 19,264 | 303.6M | 0% |
| 53 | StrReplace | 1 | 21,798 | 286.2M | 0% |
| 54 | EnterWorktree | 41 | 546 | 199.5M | 13% |